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Diagram Question Answering on AI2D (test)

94.7Accuracy

Claude 3.5

Updated 2d ago

Evaluation Results

Method	Links
Claude 3.5 2024.07		94.7
Claude 3.5 Sonnet 2024.12		94.7
Gemini 1.5 Pro 2024.07		94.4
Gemini-1.5-Pro 2024.12		94.4
Gemini 1.5 Pro 2024.12		94.4
GPT-4o 2024.07		94.2
GPT-4o 2024.12		94.2
GPT-4o 2024.12		94.2
NVLM-D-1.0 2024.12		94.2
Llama 3-V 405B 2024.07		94.1
NVILA 2024.12		94.1
Llama 3-V 70B 2024.07		93
NVILA 2024.12		92.3
Llama 3.2 2024.12		92.3
NVILA-Lite 2024.12		92
Llama 3.2 2024.12		91.9
NVILA-Lite 2024.12		91
VILA-1.5 2024.12		88.9
InternVL2 2024.12		87.1
LLaVA-OneVision 2024.12		85.6
GPT-4o 2024.09		84.6
Llama 3-V 8B 2024.07		84.4
Qwen2.5VL 2025.12		83.9
InternVL2 2024.12		83.8
PVC InternVL2 (Ours) 2024.12		83.8
InternVL2 2024.12		83.8
Qwen2-VL-Instruct 2024.12		83
Qwen2-VL 2024.12		83
Qwen2-VL 2024.12		83
InternVL-2-26B 2026.01		83
DiffusionVL 2025.12		82.2
InternVL-2-8B 2026.01		82.2
LLaVA-OV (SI) 2024.12		81.6
Qwen2.5VL 2025.12		81.6
IXC-2.5 2024.12		81.5
LLaVA-OV 2024.12		81.4
LLaVA-OV 2024.12		81.4
LLaVA-OneVision 2024.12		81.4
LLaVA-OV 2025.12		81.4
VILA-1.5 2024.12		79.9
Cambrian-34B 2024.09		79.7
Cambrian-1 2024.12		79.7
Gemini-1.5-Pro 2024.09		79.1
Pixtral 2024.12		79
LLaVA-NeXT-INST-IT 2024.12		78.7
Oryx MLLM 2024.12		78.5
DiffusionVL 2025.12		78.4
GPT-4V 2024.07		78.2
GPT-4V 2024.12		78.2
LLaVA-OV-7B w/ CLI 2026.01		77.9
LLaDA-V 2025.12		77.8
LLaVA-OV-7B w/ SLI 2026.01		77.6
LLaVA-OV-7B 2026.01		77.5
MM1.5-30B 2024.09		77.2
Phi-3-Vision-4B 2024.09		76.7
VILA-1.5 2024.12		76.6
PVC InternVL2 (Ours) 2024.12		76.3
LLaVA-OV-7B w/ DeepStack 2026.01		76
GPT-4V 2024.09		75.9
Qwen2-VL 2024.12		74.7
Dimple 2025.12		74.4
Florence-VL 2024.12		74.2
InternVL2-2B 2024.09		74.1
InternVL2 2024.12		74.1
Cambrian-1 2024.12		73.6
LLaVA-NeXT-Qwen2 2024.06		73.5
MM1-30B 2024.09		73.3
LongVA 2024.06		73.1
Cambrian-1 2024.12		73
Cambrian-1 2025.12		73
CLIP 2024.07		72.41
MM1.5-7B 2024.09		72.2
LLaVA-NeXT-LLaMA3 2024.06		71.6
MLCD 2024.07		71.41
LLaVA-NeXT-INST-IT 2024.12		71
LongVA 2024.06		70.7
LongVA 2024.12		70.7
LaViDa-L 2025.12		70
MM1.5-3B-MoE 2024.09		69.9
MM1.5-1B-MoE 2024.09		67.1
LLaVA-1.6-Vicuna 2024.06		66.6
LLaVA-NeXT 2024.12		66.6
MM1-7B 2024.09		66
MM1.5-3B 2024.09		65.7
CLIP 2024.07		64.86
MiniCPM-V 2.0-3B 2024.09		62.9
MLCD 2024.07		62.82
MM1-3B 2024.09		62.4
LLaVA-1.5 2024.12		61.1
MM1.5-1B 2024.09		59.3
MM1-1B 2024.09		57.7
VILA-13B 2026.01		57.6
LLaVA-OV-0.5B w/ SLI 2026.01		57.2
LLaVAOne Vision-0.5B 2024.09		57.1
LLaVA-OV-0.5B w/ CLI 2026.01		56.7
LLaVA-OV-0.5B 2026.01		56.5
LLaVA-1.5 2024.12		55.5
LLaVA-1.5 2024.12		54.8
LLaVA-OV-0.5B w/ DeepStack 2026.01		53.2
Gemini Nano-2 2024.09		51

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